Connector Detection Dataset
#Object Detection #Image Classification #Connector Inspection #Automated Plugging Mechanism Positioning
- 5000 records
- 1.2G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
The current industrial sector faces significant challenges in ensuring the quality and accuracy of connector assemblies, which are critical for system reliability. Existing solutions often lack precision and are not versatile enough to adapt to various connector types. This dataset aims to address the need for a robust training resource that can improve the performance of detection algorithms in identifying connectors and ensuring proper alignments in automated systems. The dataset consists of images captured in controlled environments using high-resolution cameras, ensuring clarity and detail. Quality control measures include multi-round annotations, consistency checks among annotators, and expert reviews to maintain high standards. Data is organized in a structured manner, with images stored in JPG format and accompanied by metadata for each image in a JSON file.
Dataset Insights
Sample Examples
344fb569**.png|1500*1575|1.87 MB
4a9c0186**.png|1500*985|1.78 MB
965dfa13**.png|1500*996|1.01 MB
e317e0e1**.png|1500*994|1.94 MB
59c62ced**.png|1500*1567|1.81 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| label | string | Annotated status of the plug and socket. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What is the Pin and Socket Detection Dataset?
- The Pin and Socket Detection Dataset is a target detection dataset designed to improve the efficiency and accuracy of connector detection, specifically for training industrial automation detection systems.
- In which fields is the Pin and Socket Detection Dataset applied?
- The dataset is mainly applied in the industrial sector, particularly in environments requiring automated inspection and production line detection.
- What is the data modality of the Pin and Socket Detection Dataset?
- The data modality of this dataset is images, providing visual information to support target detection tasks.
- Why use the Pin and Socket Detection Dataset?
- Using this dataset can effectively enhance the automation and accuracy of connector detection systems, optimizing the production process.
- How does the Pin and Socket Detection Dataset help improve the performance of detection systems?
- By providing a diverse range of detection samples, this dataset helps train detection models capable of accurately identifying and locating pins and sockets.
Can't find the data you need?
Post a request and let data providers reach out to you.
Get this Dataset
Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Connector Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/ad200e045e8015073b0714ac32c4ece8?dataset_scene_id=2},
urldate={2025-08-28},
keywords={connector detection dataset,industrial image dataset,automated inspection,plugging mechanism},
version={1.0}
}Using this in research? Please cite us.
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder
placeholder